Lee Yura, Park Yu Rang, Kim Junetae, Kim Jeong Hoon, Kim Woo Sung, Lee Jae-Ho
Department of Biomedical Informatics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic Of Korea.
Clinical Research Center, Asan Medical Center, Seoul, Republic Of Korea.
JMIR Mhealth Uhealth. 2017 Dec 13;5(12):e178. doi: 10.2196/mhealth.8855.
Recently, many hospitals have introduced mobile electronic medical records (mEMRs). Although numerous studies have been published on the usability or usage patterns of mEMRs through user surveys, investigations based on the real data usage are lacking.
Asan Medical Center, a tertiary hospital in Seoul, Korea, implemented an mEMR program in 2010. On the basis of the mEMR usage log data collected over a period of 4.5 years, we aimed to identify a usage pattern and trends in accordance with user occupation and to disseminate the factors that make the mEMR more effective and efficient.
The mEMR log data were collected from March 2012 to August 2016. Descriptive analyses were completed according to user occupation, access time, services, and wireless network type. Specifically, analyses targeted were as follows: (1) the status of the mEMR usage and distribution of users, (2) trends in the number of users and usage amount, (3) 24-hour usage patterns, and (4) trends in service usage based on user occupations. Linear regressions were performed to model the relationship between the time, access frequency, and the number of users. The differences between the user occupations were examined using Student t tests for categorical variables.
Approximately two-thirds of the doctors and nurses used the mEMR. The number of logs studied was 7,144,459. Among 3859 users, 2333 (60.46%) users were nurses and 1102 (28.56%) users were doctors. On average, the mEMR was used 1044 times by 438 users per day. The number of users and amount of access logs have significantly increased since 2012 (P<.001). Nurses used the mEMR 3 times more often than doctors. The use of mEMR by nurses increased by an annual average of 51.5%, but use by doctors decreased by an annual average of 7.7%. For doctors, the peak usage periods were observed during 08:00 to 09:00 and 17:00 to 18:00, which were coincident with the beginning of ward rounds. Conversely, the peak usage periods for the nurses were observed during 05:00 to 06:00, 12:00 to 13:00, and 20:00 to 21:00, which effectively occurred 1 or 2 hours before handover. In more than 80% of all cases, the mEMR was accessed via a nonhospital wireless network.
The usage patterns of the mEMR differed between doctors and nurses according to their different workflows. In both occupations, mEMR was highly used when personal computer access was limited and the need for patient information was high, such as during ward rounds or handover periods.
最近,许多医院引入了移动电子病历(mEMR)。尽管通过用户调查已发表了大量关于mEMR可用性或使用模式的研究,但基于实际数据使用情况的调查仍很缺乏。
韩国首尔的一家三级医院——峨山医疗中心于2010年实施了mEMR项目。基于在4.5年期间收集的mEMR使用日志数据,我们旨在确定根据用户职业的使用模式和趋势,并传播使mEMR更有效和高效的因素。
收集了2012年3月至2016年8月的mEMR日志数据。根据用户职业、访问时间、服务和无线网络类型进行了描述性分析。具体而言,分析目标如下:(1)mEMR的使用状况和用户分布,(2)用户数量和使用量的趋势,(3)24小时使用模式,以及(4)基于用户职业的服务使用趋势。进行线性回归以模拟时间、访问频率和用户数量之间的关系。使用学生t检验对分类变量检查用户职业之间的差异。
约三分之二的医生和护士使用了mEMR。研究的日志数量为7144459条。在3859名用户中,2333名(60.46%)用户是护士,1102名(28.56%)用户是医生。平均而言,438名用户每天使用mEMR 1044次。自2012年以来,用户数量和访问日志量显著增加(P<0.001)。护士使用mEMR的频率是医生的3倍。护士对mEMR的使用平均每年增加51.5%,而医生的使用平均每年减少7.7%。对于医生,高峰使用期出现在08:00至09:0可以,17:00至18:0可以,这与查房开始时间一致。相反,护士的高峰使用期出现在05:00至06:00、12:00至13:00和20:00至21:00,实际上是在交接班前1或2小时。在所有病例中,超过80%是通过非医院无线网络访问mEMR的。
mEMR的使用模式在医生和护士之间因工作流程不同而有所差异。在这两个职业中,当个人电脑访问受限且对患者信息需求较高时,如在查房或交接班期间,mEMR的使用频率很高。